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Pirojsirikul T, Lee VS, Nimmanpipug P. Unraveling Bacterial Single-Stranded Sequence Specificities: Insights from Molecular Dynamics and MMPBSA Analysis of Oligonucleotide Probes. Mol Biotechnol 2024; 66:582-591. [PMID: 38374320 DOI: 10.1007/s12033-024-01082-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Accepted: 01/10/2024] [Indexed: 02/21/2024]
Abstract
We utilized molecular dynamics (MD) simulations and Molecular Mechanics Poisson-Boltzmann Surface Area (MMPBSA) free energy calculations to investigate the specificity of two oligonucleotide probes, namely probe B and probe D, in detecting single-stranded DNA (ssDNA) within three bacteria families: Enterobacteriaceae, Pasteurellaceae, and Vibrionaceae. Due to the limited understanding of molecular mechanisms in the previous research, we have extended the discussion to focus specifically on investigating the binding process of bacteria-probe DNA duplexes, with an emphasis on analyzing the binding free energy. The role of electrostatic contributions in the specificity between the oligonucleotide probes and the bacterial ssDNAs was investigated and found to be crucial. Our calculations yielded results that were highly consistent with the experimental data. Through our study, we have successfully exhibited the benefits of utilizing in-silico approaches as a powerful virtual-screening tool, particularly in research areas that demand a thorough comprehension of molecular interactions.
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Affiliation(s)
- Teerapong Pirojsirikul
- Division of Physical Science, Faculty of Science, Prince of Songkla University, Songkhla, 90110, Thailand.
| | - Vannajan Sanghiran Lee
- Department of Chemistry, Center of Theoretical and Computational Physics, Faculty of Science, University of Malaya, 50603, Kuala Lumpur, Malaysia
| | - Piyarat Nimmanpipug
- Department of Chemistry, Faculty of Science, Chiang Mai University, Chiang Mai, 50200, Thailand
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2
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Ananyan GV, Karapetyan NH, Dalyan YB. The structural features of poly(dG-dC).poly(dG-dC) at complexation with some porphyrins. J Biomol Struct Dyn 2022; 40:10313-10318. [PMID: 34197714 DOI: 10.1080/07391102.2021.1942216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The binding peculiarities of the water-soluble meso-tetra-(4N-hydroxyethylpyridyl) porphyrin (H2TOEtPyP4) and its Cu- and Co-derivatives (CuTOEtPyP4 and CoTOEtPyP4) with synthetic double-stranded alternating polynucleotide poly(dG-dC).poly(dG-dC) were investigated by UV/Vis absorption and circular dichroism (CD) methods. It was shown that the porphyrins with planar structure such as H2TOEtPyP4 and CuTOEtPyP4 interact with poly(dG-dC).poly(dG-dC) via intercalation at low relative concentrations (r = [porphyrin]/[polynucleotide]), while at high r - via intercalation and external binding modes. In the case of no planar porphyrin CoTOEtPyP4 complexation occurs only by external binding mode. The binding constant Kb and the exclusion parameter n calculated for H2TOEtPyP4, CuTOEtPyP4 and CoTOEtPyP4 porphyrins with poly(dG-dC).poly(dG-dC) complexes was 1.50 x107, M-1 (n = 1.76); 9.29 x107, M-1 (n = 1.18); and 0.28 x107, M-1 (n = 2.65) correspondingly. The values of binding parameters for each porphyrin-poly(dG-dC).poly(dG-dC) complexes demonstrated good agreement with the proposed binding models. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Gayane V Ananyan
- Department of Molecular Physics, Yerevan State University, Yerevan, Armenia
| | - Nelli H Karapetyan
- Department of Molecular Physics, Yerevan State University, Yerevan, Armenia
| | - Yeva B Dalyan
- Department of Molecular Physics, Yerevan State University, Yerevan, Armenia
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3
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Biver T. Discriminating between Parallel, Anti-Parallel and Hybrid G-Quadruplexes: Mechanistic Details on Their Binding to Small Molecules. Molecules 2022; 27:molecules27134165. [PMID: 35807410 PMCID: PMC9268745 DOI: 10.3390/molecules27134165] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 06/22/2022] [Accepted: 06/27/2022] [Indexed: 12/04/2022] Open
Abstract
G-quadruplexes (G4) are now extensively recognised as a peculiar non-canonical DNA geometry that plays a prime importance role in processes of biological relevance whose number is increasing continuously. The same is true for the less-studied RNA G4 counterpart. G4s are stable structures; however, their geometrical parameters may be finely tuned not only by the presence of particular sequences of nucleotides but also by the salt content of the medium or by a small molecule that may act as a peculiar topology inducer. As far as the interest in G4s increases and our knowledge of these species deepens, researchers do not only verify the G4s binding by small molecules and the subsequent G4 stabilisation. The most innovative studies now aim to elucidate the mechanistic details of the interaction and the ability of a target species (drug) to bind only to a peculiar G4 geometry. In this focused review, we survey the advances in the studies of the binding of small molecules of medical interest to G4s, with particular attention to the ability of these species to bind differently (intercalation, lateral binding or sitting atop) to different G4 topologies (parallel, anti-parallel or hybrid structures). Some species, given the very high affinity with some peculiar G4 topology, can first bind to a less favourable geometry and then induce its conversion. This aspect is also considered.
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Affiliation(s)
- Tarita Biver
- Department of Chemistry and Industrial Chemistry, University of Pisa, Via G. Moruzzi 13, 56124 Pisa, Italy
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4
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Koç M, Kabay N. Synthesis and molecular docking studies of Zn(II)phthalocyanines containing anthraquinone moieties as selective ligands for G-quadruplex structures. J PORPHYR PHTHALOCYA 2021. [DOI: 10.1142/s1088424621500814] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
New zinc(II) phthalocyanines (p-ZnPc and np-ZnPc) containing peripheral and non-peripheral positioned four anthraquinone moieties were synthesized by cyclotetramerization of 4-((2-(2-((8-Chloro-9,10-dioxo-9,10-dihydroanthracen-1-yl) amino) ethoxy) ethyl) thio) phthalonitrile and 3-((2-(2-((8-Chloro-9,10-dioxo-9,10-dihydroanthracen-1-yl) amino) ethoxy) ethyl) thio) phthalonitrile. All compounds were characterized by using a combination of analytical and spectroscopic techniques such as 1H, [Formula: see text]C NMR, FT-IR, UV-vis and MS spectral data. Also, molecular docking studies were performed using different G-quadruplex and double stranded nucleic acid fragments as possible interaction sites to predict the binding ability of the newly synthesized compounds.
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Affiliation(s)
- Mustafa Koç
- Department of Biomedical Engineering, Pamukkale University, Denizli, Turkey
| | - Nilgün Kabay
- Department of Biomedical Engineering, Pamukkale University, Denizli, Turkey
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5
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Mathew D, Ramesh J, Sasidharan S, Subburaj K, Saudagar P, Parameswaran P, Sujatha S. Synthesis, TDDFT Calculations and Biological Evaluation of Dicationic Porphyrins as Groove Binders and Antimicrobial Agents. ChemistrySelect 2021. [DOI: 10.1002/slct.202003858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Diana Mathew
- Bioinorganic Materials Research Laboratory Department of Chemistry, National Institute of Technology Calicut Kozhikode India- 673 601
- Theoretical and Computational Chemistry Laboratory Department of Chemistry, NIT Calicut Kozhikode India 673601
| | - Jagadeesan Ramesh
- Bioinorganic Materials Research Laboratory Department of Chemistry, National Institute of Technology Calicut Kozhikode India- 673 601
| | - Santanu Sasidharan
- Department of Biotechnology National Institute of Technology Warangal Warangal India- 506004
| | - Kannan Subburaj
- Bioinorganic Materials Research Laboratory Department of Chemistry, National Institute of Technology Calicut Kozhikode India- 673 601
| | - Prakash Saudagar
- Department of Biotechnology National Institute of Technology Warangal Warangal India- 506004
| | - Pattiyil Parameswaran
- Theoretical and Computational Chemistry Laboratory Department of Chemistry, NIT Calicut Kozhikode India 673601
| | - Subramaniam Sujatha
- Bioinorganic Materials Research Laboratory Department of Chemistry, National Institute of Technology Calicut Kozhikode India- 673 601
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Haase L, Weisz K. Locked nucleic acid building blocks as versatile tools for advanced G-quadruplex design. Nucleic Acids Res 2020; 48:10555-10566. [PMID: 32890406 PMCID: PMC7544228 DOI: 10.1093/nar/gkaa720] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 07/24/2020] [Accepted: 08/20/2020] [Indexed: 01/21/2023] Open
Abstract
A hybrid-type G-quadruplex is modified with LNA (locked nucleic acid) and 2′-F-riboguanosine in various combinations at the two syn positions of its third antiparallel G-tract. LNA substitution in the central tetrad causes a complete rearrangement to either a V-loop or antiparallel structure, depending on further modifications at the 5′-neighboring site. In the two distinct structural contexts, LNA-induced stabilization is most effective compared to modifications with other G surrogates, highlighting a potential use of LNA residues for designing not only parallel but various more complex G4 structures. For instance, the conventional V-loop is a structural element strongly favored by an LNA modification at the V-loop 3′-end in contrast with an alternative V-loop, clearly distinguishable by altered conformational properties and base-backbone interactions as shown in a detailed analysis of V-loop structures.
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Affiliation(s)
- Linn Haase
- Institut für Biochemie, Universität Greifswald, Felix-Hausdorff-Str. 4, D-17489 Greifswald, Germany
| | - Klaus Weisz
- Institut für Biochemie, Universität Greifswald, Felix-Hausdorff-Str. 4, D-17489 Greifswald, Germany
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Karapetyan NH, Ananyan GV, Dalyan YB. pH-dependent complex formation of Zn-meso-tetra(4- N-hydroxyethylpyridyl) porphyrin with cancer DNA. J Biomol Struct Dyn 2020; 39:650-655. [PMID: 31941415 DOI: 10.1080/07391102.2020.1715837] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
The complex formation between the synthetic water-soluble Zn-meso-tetra(4-N-hydroxyethylpyridyl) porphyrin (ZnTOEPyP4) and cancer DNA in comparison to healthy DNA was investigated using the UV/VIS spectrophotometry method in phosphate-buffered saline at different pHs. The increasing of DNA/porphyrin ratio leads to hypochromicity and red shift in the Soret band, which indicate the complexation of the ZnTOEPyP4 with DNA. The results show that the binding constant (Kb) and the exclusion parameter (n) of ZnTOEPyP4 with DNA strongly depend upon the pH. The Kbof ZnTOEPyP4 with cancer DNA is higher than with normal DNA.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Nelli H Karapetyan
- Department of Molecular Physics, Yerevan State University, Yerevan, Armenia
| | - Gayane V Ananyan
- Department of Molecular Physics, Yerevan State University, Yerevan, Armenia
| | - Yeva B Dalyan
- Department of Molecular Physics, Yerevan State University, Yerevan, Armenia
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8
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Carvalho J, Santos T, Carrilho R, Sousa F, Salgado GF, Queiroz JA, Cruz C. Ligand screening to pre-miRNA 149 G-quadruplex investigated by molecular dynamics. J Biomol Struct Dyn 2019; 38:2276-2286. [DOI: 10.1080/07391102.2019.1632743] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Josué Carvalho
- CICS-UBI—Centro de Investigacão em Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
| | - Tiago Santos
- CICS-UBI—Centro de Investigacão em Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
| | - Rui Carrilho
- CICS-UBI—Centro de Investigacão em Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
| | - Fani Sousa
- CICS-UBI—Centro de Investigacão em Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
| | - Gilmar F. Salgado
- ARNA Laboratory, Inserm U1212, CNRS UMR 5320, IECB, Université de Bordeaux, Pessac, France
| | - João António Queiroz
- CICS-UBI—Centro de Investigacão em Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
| | - Carla Cruz
- CICS-UBI—Centro de Investigacão em Ciências da Saúde, Universidade da Beira Interior, Covilhã, Portugal
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9
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Ma Y, Zhao W, Li Y, Pan Y, Wang S, Zhu Y, Kong L, Guan Z, Wang J, Zhang L, Yang Z. Structural optimization and additional targets identification of antisense oligonucleotide G3139 encapsulated in a neutral cytidinyl-lipid combined with a cationic lipid in vitro and in vivo. Biomaterials 2019; 197:182-193. [PMID: 30660994 DOI: 10.1016/j.biomaterials.2018.12.033] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 12/27/2018] [Accepted: 12/31/2018] [Indexed: 12/29/2022]
Abstract
Antisense oligonucleotides (ASOs) usually contain a fully phosphorothioate (PS) backbone, which possibly interact with many genes and proteins under intracellular conditions. G3139 is an ASO that targets Bcl-2 mRNA and induces cell apoptosis. Here, we report a kind of cytidinyl-lipid combined with a cationic lipid (DNCA/CLD, molar ration, 28:3, named mix), which may interact with oligonucleotides via H-bond formation, pi-stacking and electrostatic interaction, accompanied by low zeta potentials. The IC50 value of G3139 delivered by mix-lipid reduced from above 20 μM to 0.158 μM for MCF-7/ADR, and exhibited stronger antiproliferation upon other cancer cell lines. In addition, PS modification in the 3'-half of G3139 (especially at positions 13-16) enhanced serum stability, target specificity and anticancer activity. Also, a locked nucleic acid (LNA) gapmer G3139 (LNA-G3139) showed superior antiproliferation (78.5%) and Bcl-2 mRNA suppression effects (85.5%) at 200 nM, mainly due to its high complementary RNA affinity. More apoptosis-associated targets were identified, and a lower level of non-specific protein binding (HSA) revealed that both antisense and aptamer mechanisms might simultaneously exist. A combination of a new delivery system and chemical modifications, such as in LNA-G3139, may have potential clinical application prospects in the future.
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Affiliation(s)
- Yuan Ma
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Wenting Zhao
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Yiding Li
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Yufei Pan
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Shuhe Wang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Yuejie Zhu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Lingxuan Kong
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Zhu Guan
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Jiancheng Wang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China.
| | - Lihe Zhang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China
| | - Zhenjun Yang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, No.38 Xueyuan Road, Haidian District, Beijing 100191, China.
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10
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Molecular modeling on porphyrin derivatives as β5 subunit inhibitor of 20S proteasome. Comput Biol Chem 2018; 74:230-238. [DOI: 10.1016/j.compbiolchem.2018.03.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2017] [Revised: 02/08/2018] [Accepted: 03/05/2018] [Indexed: 12/28/2022]
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11
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Wang C, Greene D, Xiao L, Qi R, Luo R. Recent Developments and Applications of the MMPBSA Method. Front Mol Biosci 2018; 4:87. [PMID: 29367919 PMCID: PMC5768160 DOI: 10.3389/fmolb.2017.00087] [Citation(s) in RCA: 345] [Impact Index Per Article: 57.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 11/30/2017] [Indexed: 12/23/2022] Open
Abstract
The Molecular Mechanics Poisson-Boltzmann Surface Area (MMPBSA) approach has been widely applied as an efficient and reliable free energy simulation method to model molecular recognition, such as for protein-ligand binding interactions. In this review, we focus on recent developments and applications of the MMPBSA method. The methodology review covers solvation terms, the entropy term, extensions to membrane proteins and high-speed screening, and new automation toolkits. Recent applications in various important biomedical and chemical fields are also reviewed. We conclude with a few future directions aimed at making MMPBSA a more robust and efficient method.
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Affiliation(s)
- Changhao Wang
- Chemical and Materials Physics Graduate Program, University of California, Irvine, Irvine, CA, United States
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
- Department of Physics and Astronomy, University of California, Irvine, Irvine, CA, United States
| | - D'Artagnan Greene
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
| | - Li Xiao
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, United States
| | - Ruxi Qi
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
| | - Ray Luo
- Chemical and Materials Physics Graduate Program, University of California, Irvine, Irvine, CA, United States
- Department of Molecular Biology and Biochemistry, University of California, Irvine, Irvine, CA, United States
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA, United States
- Department of Chemical Engineering and Materials Science, University of California, Irvine, Irvine, CA, United States
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12
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Arba M, Ihsan S, Tri Wahyudi S, Tjahjono DH. Molecular modeling of cationic porphyrin-anthraquinone hybrids as DNA topoisomerase IIβ inhibitors. Comput Biol Chem 2017; 71:129-135. [PMID: 29153891 DOI: 10.1016/j.compbiolchem.2017.10.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Revised: 09/14/2017] [Accepted: 10/05/2017] [Indexed: 12/17/2022]
Abstract
Human DNA Topoisomerase II has been regarded as a promising target in anticancer drug discovery. In the present study, we designed six porphyrin-anthraquinone hybrids bearing pyrazole or pyridine group as meso substituents and evaluated their potentials as DNA Topoisomerase IIβ inhibitor. First, we investigated the binding orientation of porphyrin hybrids into DNA topoisomerase IIβ employing AutoDock 4.2 and then performed 20-ns molecular dynamics simulations to see the dynamic stability of each porphyrin-Topo IIβ complex using Amber 14. We found that the binding of porphyrin hybrids occured through intercalation and groove binding mode in addition interaction with the amino acid residues constituting the active cavity of Topo IIβ. Each porphyrin-Topo IIβ complex was stabilized during 20-ns dynamics simulations. The MM-PBSA free energy calculation shows that the binding affinities of porphyrin hybrids were modified with the number of meso substituent. Interestingly, the affinity of all porphyrin hybrids to Topo IIβ was stronger than that of native ligand (EVP), indicating the potential of the designed porphyrin to be considered in experimental research.
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Affiliation(s)
- Muhammad Arba
- Faculty of Pharmacy, Halu Oleo University, Kendari, 93231, Indonesia.
| | - Sunandar Ihsan
- Faculty of Pharmacy, Halu Oleo University, Kendari, 93231, Indonesia
| | | | - Daryono H Tjahjono
- School of Pharmacy, Bandung Institute of Technology, Bandung, 40312, Indonesia
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13
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Park JH, Lee HS, Jang MD, Han SW, Kim SK, Lee YA. Enantioselective light switch effect of Δ- and Λ-[Ru(phenanthroline)2 dipyrido[3,2-a:2′, 3′-c]phenazine]2+ bound to G-quadruplex DNA. J Biomol Struct Dyn 2017. [DOI: 10.1080/07391102.2017.1345324] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Jin Ha Park
- Department of Chemistry, Yeungnam University, Gyeongsan, Gyeong-buk, 38541, Republic of Korea
| | - Hyun Suk Lee
- Department of Chemistry, Yeungnam University, Gyeongsan, Gyeong-buk, 38541, Republic of Korea
| | - Myung Duk Jang
- Department of Materials and Engineering, Kyungwoon University, Kumi City, Gyeong-buk, 39253, Republic of Korea
| | - Sung Wook Han
- Department of Health & Biotechnology, Kyungwoon University, Kumi City, Gyeong-buk, 39253, Republic of Korea
| | - Seog K. Kim
- Department of Chemistry, Yeungnam University, Gyeongsan, Gyeong-buk, 38541, Republic of Korea
| | - Young-Ae Lee
- Department of Chemistry, Yeungnam University, Gyeongsan, Gyeong-buk, 38541, Republic of Korea
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14
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Arba M, Ihsan S, Ramadhan LOAN, Tjahjono DH. In silico study of porphyrin-anthraquinone hybrids as CDK2 inhibitor. Comput Biol Chem 2016; 67:9-14. [PMID: 28024230 DOI: 10.1016/j.compbiolchem.2016.12.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2016] [Revised: 11/17/2016] [Accepted: 12/15/2016] [Indexed: 10/20/2022]
Abstract
Cyclin-Dependent Kinases (CDKs) are known to play crucial roles in controlling cell cycle progression of eukaryotic cell and inhibition of their activity has long been considered as potential strategy in anti-cancer drug research. In the present work, a series of porphyrin-anthraquinone hybrids bearing meso-substituents, i.e. either pyridine or pyrazole rings were designed and computationally evaluated for their Cyclin Dependent Kinase-2 (CDK2) inhibitory activity using molecular docking, molecular dynamics simulation, and binding free energy calculation. The molecular docking simulation revealed that all six porphyrin hybrids were able to bind to ATP-binding site of CDK2 and interacted with key residues constituted the active cavity of CDK2, while molecular dynamics simulation indicated that all porphyrins bound to CDK2 were stable for 6ns. The binding free energies predicted by MM-PBSA method showed that most compounds exhibited higher affinity than that of native ligand (4-anilinoquinazoline, DTQ) and the affinity of mono-H2PyP-AQ was about three times better than that of DTQ, indicating its potential to be advanced as a new CDK2 inhibitor.
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Affiliation(s)
- Muhammad Arba
- Faculty of Pharmacy, Universitas Halu Oleo, Kendari, 93231, Indonesia.
| | - Sunandar Ihsan
- Faculty of Pharmacy, Universitas Halu Oleo, Kendari, 93231, Indonesia
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